Superquantiles at Work: Machine Learning Applications and Efficient Subgradient Computation

Yassine Laguel, Krishna Pillutla, Jérôme Malick +1

R. Tyrell Rockafellar and collaborators introduced, in a series of works, new regression modeling methods based on the notion of superquantile (or conditional value-at-risk). These…